Run
538532

Run 538532

Task 9947 (Supervised Classification) heart-long-beach Uploaded 21-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree348
classif.randomForest(50)_mtry45
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3183
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.5363
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.27
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3122
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3259
Cross-validation details (10-fold Crossvalidation)